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Record W2947802731 · doi:10.14746/ikps.2018.20.03

Tranzycja uczniów z niepełnosprawnością intelektualną z edukacji na rynek pracy - perspektywa rodzica

2018· article· en· W2947802731 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueInterdyscyplinarne Konteksty Pedagogiki Specjalnej · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicPolish Legal and Social Issues
Canadian institutionsnot available
Fundersnot available
KeywordsVocational educationPsychologyIntellectual disabilityQuarter (Canadian coin)Medical educationPedagogyMedicinePsychiatryGeography

Abstract

fetched live from OpenAlex

The interactive model of vocational rehabilitation includes two key components: the rehabilitated individual and the vocational rehabilitation environment. The interaction of these two elements should contribute to the improvement of vocational competencies of people with disabilities[1]. Due to the fact that parents are considered as the second main contributors (just after teaching staff) of vocational training as well as life and vocational orientation of children and teenagers[2], the family environment can be treated as a significant part of the vocational rehabilitation of people with intellectual disability. Therefore, the aim of this study was to discover how parents of individuals with intellectual disability participate, if they do, in vocational training of their children. Materials and Methods: The study was conducted among parents of special vocational schools graduates using the survey ASZ-S-R by W. Otrębski and K. Mariańczyk. The results are based on the answers of 71 parents/guardians of graduates of special vocational schools located in South-East part of Poland. Results: Nearly 88% of respondents declared that they supported the vocational preparation of their children by holding talks about various vocational activities. Circa 40% of them also provided help to their children with disabilities to find employment (e.g. by searching for job advertisements); nevertheless, over a quarter do not engage in such an activity at all. Active participation of parents of graduates with intellectual disability is necessary to prepare their children to undertake vocational activities. [1] W. Otrębski, Interakcyjny model rehabilitacji osób z upośledzeniem umysłowym, Wydawnictwo KUL, Lublin, 2007, s. 56. [2] J. Stankaitytė, N. Janonytė, J. Muriniene, A. Paszkowska-Rogacz, Etapy rozwoju dziecka i wyboru kariery zawodowej, [w:] Moje dziecko wybiera karierę zawodową, red. A. Paszkowska-Rogacz, Społeczna Wyższa Szkoła Przedsiębiorczości, Łódź, 2008, s. 19-33.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.810
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0030.004
Scholarly communication0.0010.002
Open science0.0020.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0070.004

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.052
GPT teacher head0.410
Teacher spread0.358 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it